What do you know about autoencoders?
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Explain why data cleansing is essential and which method you use to maintain clean data?
What functions are required to principal analysis in R?
Differentiate between univariate, bivariate and multivariate analysis?
Create a program in a language of your choice to read a text file with various tweets. The output should be 2 text files-one that contains the list of all unique words among all tweets along with the count for repeated words and the second file should contain the medium number of unique words for all tweets.
Explain cluster sampling technique in data science
What is the difference between kmeans clustering and hierarchical clustering?
Why are generators used in Python?
Discuss decision tree algorithm?
What are independent graphics subsystems?
What is meant by supervised and unsupervised learning in data?
Can you provide an example of features extraction?
What is the difference between data science, machine learning and artificial intelligence?
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